Schema-first
Define JSON schema. Model fills fields. Missing/uncertain → null. Constrained decoding guarantees valid JSON.
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Nested structures
Address = {street, city, zip}. Product line = list of items. Nest schemas. Model handles arbitrary depth.
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Confidence
Optionally add confidence field per extracted value. Model self-assesses. Post-processing threshold rejects low-confidence extractions.